Health Information Technology Commons^™

Implementation Of The Louisville Covid-19 Surveillance Protocol: Experiences From The University Of Louisville Center Of Excellence For Research In Infectious Diseases [Cerid], Ruth Carrico, Dawn Balcom, William Johnson, Amr Aboelnasr, Mutasem Abuhalaweh, Stephen Furmanek, Montray Smith, Amanda Lasnik, Donghoon Chung, Julio A. Ramirez

The University of Louisville Journal of Respiratory Infections

The lack of available testing for SARS-CoV-2 has been one of the primary challenges in the development and implementation of a comprehensive approach to infection prevention and transmission in the United States (US). In response to the need for increased testing capacities and capabilities, the University of Louisville (UofL) Division of Infectious Diseases Center of Excellence for Research in Infectious Diseases (CERID) initiated the Louisville Coronavirus Surveillance Program, a comprehensive approach to surveillance and testing of patients and healthcare workers. The first specimens were accepted on March 12, 2020, and parallel testing was done using a high-capacity testing process at …

Utilizing Telehealth Technology To Reduce Social Isolation And Depression In Seniors, Bohan Farrell

Doctor of Nursing Practice Final Manuscripts

Abstract

Background: Social isolation in the elderly has been identified as a risk factor for poor mental and physical health, as well as higher rates of mortality, depression, and cognitive decline. Loneliness is the unpleasant experience that occurs when a person’s network of social relationships is deficient in some important way, either quantitatively or qualitatively. Depression is a mental condition characterized by feelings of severe despondency and dejection, typically with feelings of inadequacy and guilt, and accompanied by lack of energy and disturbance of appetite and sleep. Physically, lonely people have more disorders, such as sleeping problems, stomach pain, and …

Possible Role Of Tetracyclines On Covid-19: Recycling Well-Known Old Drugs From The Shelf, Martin Gnoni, Raul Vasquez-Gararatti, Angel Mena

The University of Louisville Journal of Respiratory Infections

We are in the midst of a pandemic due to the novel coronavirus SARS-CoV-2. Innovative therapies are in the lookup around the world. Recently, chloroquine and hydroxychloroquine in addition to azithromycin were proposed to be used in patients with severe disease even though strong evidence is lacking. We propose the use of tetracyclines in addition to anti-virals early in the curse of the disease in order to prevent the cytokine storm syndrome associated with COVID-19 and prevent ARDS. The proposed mechanisms of tetracyclines are: 1) anti-apoptotic properties; 2) decrease the Myeloperoxidase and ROS releaser from immune cells; 3) decrease neutrophil …

Emerging Technologies In Healthcare: Analysis Of Unos Data Through Machine Learning, Reyhan Merekar

Student Theses and Dissertations

The healthcare industry is primed for a massive transformation in the coming decades due to emerging technologies such as Artificial Intelligence (AI) and Machine Learning. With a practical application to the UNOS (United Network of Organ Sharing) database, this Thesis seeks to investigate how Machine Learning and analytic methods may be used to predict one-year heart transplantation outcomes. This study also sought to improve on predictive performances from prior studies by analyzing both Donor and Recipient data. Models built with algorithms such as Stacking and Tree Boosting gave the highest performance, with AUC’s of 0.6810 and 0.6804, respectively. In this …

Expanding Qualitative Research Interviewing Strategies: Zoom Video Communications, Lisa M. Gray, Gina Wong-Wylie, Gwen R. Rempel, Karen Cook

The Qualitative Report

The proliferation of new video conferencing tools offers unique data generation opportunities for qualitative researchers. While in-person interviews were the mainstay of data generation in qualitative studies, video conferencing programs, such as Zoom Video Communications Inc. (Zoom), provide researchers with a cost-effective and convenient alternative to in-person interviews. The uses and advantages of face-to-face interviewing are well documented; however, utilizing video conferencing as a method of data generation has not been well examined. The purpose of this paper is to examine the specific attributes of Zoom that contribute to high quality and in-depth qualitative interviews when in person interviewing is …

Parental Views On Parent-Generated Asthma History In A Pediatric Ed: A Randomized Control Trial, Marc Sycip

Research Days

No abstract provided.

Ml-Medic: A Preliminary Study Of An Interactive Visual Analysis Tool Facilitating Clinical Applications Of Machine Learning For Precision Medicine, Laura Stevens, David Kao, Jennifer Hall, Carsten Görg, Kaitlyn Abdo, Erik Linstead

Engineering Faculty Articles and Research

Accessible interactive tools that integrate machine learning methods with clinical research and reduce the programming experience required are needed to move science forward. Here, we present Machine Learning for Medical Exploration and Data-Inspired Care (ML-MEDIC), a point-and-click, interactive tool with a visual interface for facilitating machine learning and statistical analyses in clinical research. We deployed ML-MEDIC in the American Heart Association (AHA) Precision Medicine Platform to provide secure internet access and facilitate collaboration. ML-MEDIC’s efficacy for facilitating the adoption of machine learning was evaluated through two case studies in collaboration with clinical domain experts. A domain expert review was also …

Healthcare Workers' Perceptions Of Different Types Of Interpreters In The Gulf South, Meg Hayslip

Honors Theses

Medical interpreters are important in the healthcare community. Many studies have focused on the consequences of not having an interpreter. A variety of problems can be caused by "language brokering" when no interpreter is available. These studies will be discussed in the literature review. Many states have requirements to become certified as an interpreter, and the selection criteria is what makes a person a “good” interpreter. Previous research, such as that by Chan et al., has shown how different styles of interpreting can affect the quality of health care. This study focuses on how healthcare personnel and their patients view …

Electronic Health Records And Health Information Exchange And Their Impact On International Healthcare System Efficiency, David Pfaehler

Honors Theses

The 19th century epidemiological transition in healthcare caused a major shift in physician focus from curing one-time, deadly illness to managing chronic disease. Now, even the most advanced international healthcare systems must find a way to increase their efficiency in order to compensate for heightened strains on medical systems and swelling costs of healthcare delivery. Fortunately, recent technological innovation and, chiefly, the growth of Electronic Health Records (EHRs) provide a potential solution to this looming threat. EHRs are digital charts with the potential to store and share patient health data among providers to offer the most informed, streamlined care available. …

Examining The Possibilities Of Telehealth In Tallahatchie County, Taran Carrasco

Honors Theses

This thesis aims to analyze Tallahatchie County and determine the feasibility of establishing a telehealth program in the county. Telehealth is an evolving aspect in the medical field that incorporates technology with healthcare. This thesis used sociotechnical theory to explain how the feasibility of telehealth could be made more likely as the technology is used over time.Through interviewing UMMC telehealth directors, Tallahatchie Wellness center workers, and citizens of Charleston, this study aims to gauge professional and personal opinions on how feasible it would be to implement telehealth into the Charleston community, as well as how positively telehealth would be accepted …

The Watson Room: Mitigating Compassion Fatigue In Oncology Nurses, Patricia A. Viscardi

Doctors of Nursing Practice (DNP) Final Projects, 2020-current

Aim: The aim of this project was to plan, develop, and implement “The Watson Room” or “Quiet Room” in an inpatient oncology nursing population and evaluate changes in Professional Quality of Life (ProQOL).

Background: Oncology Nurses are at high risk for compassion fatigue (CF), burn-out (BO), and secondary traumatic stress (STS) related to the effects of living the traumas of oncology patients and their families through their cancer journey and the innate stress in a complex and intense workplace. High levels of compassion fatigue, burn-out, and secondary traumatic stress that are poorly managed reduces the nurse’s ability to self-regulate their …

Early Detection Of Mild Cognitive Impairment With In-Home Sensors To Monitor Behavior Patterns In Community-Dwelling Senior Citizens In Singapore: Cross-Sectional Feasibility Study, Iris Rawtaer, Rathi Mahendran, Ee Heok Kua, Hwee-Pink Tan, Hwee Xian Tan, Tih-Shih Lee, Tze Pin Ng

Research Collection School Of Computing and Information Systems

Background: Dementia is a global epidemic and incurs substantial burden on the affected families and the health care system. A window of opportunity for intervention is the predementia stage known as mild cognitive impairment (MCI). Individuals often present to services late in the course of their disease and more needs to be done for early detection; sensor technology is a potential method for detection.Objective: The aim of this cross-sectional study was to establish the feasibility and acceptability of utilizing sensors in the homes of senior citizens to detect changes in behaviors unobtrusively.Methods: We recruited 59 community-dwelling seniors (aged >65 years …

Nurses' Perceptions Of The Impact Of The Electronic Health Record On Clinical Decision-Making, Angela Dizon Garcia

Nursing | Senior Theses

This study explored the impact of electronic health record (EHR) use on registered nurses’ critical thinking, decision-making, and quality of care for hospitalized patients. Based on literature review, the researcher maintained a consistent definition of critical thinking and decision-making and how the use of the EHR affects these two complex yet significant processes. A descriptive survey design to assessed registered nurses’ attitudes and perceptions of how the EHR influences their clinical decision-making when caring for patients in an acute care setting. It found that nurses are aware that the EHR is beneficial, yet they often feel that electronically charting can …

A Look Into The Impacts Of Tele-Optometry Expansion, Anna Hulsey

Honors Theses

Objective This study aims to assess the health and economic costs and benefits to society and patients resulting from the expansion of telemedicine into online refractive exams and to determine the likelihood of potential consumers to utilize such services. Methods A paper survey was distributed at the Inaugural Cempa Health Fair in October of 2019 to both vendors and participants. 105 responses were used to evaluate personal perceptions, practices, and likelihood across a diverse range of demographics. Responses were then entered and analyzed using descriptive statistics and percentages/frequencies. Results Results showed respondents were most attracted to online refractive exams due …

Nrc Health: Loyalty Insights, Grace Dickas, Allie Rauner, Keenan Allen, Utkarsh Hardia, Teckhong Lee

Honors Program: Senior Projects (Public)

One of the biggest concerns of health systems is to know how they can better serve their patients. Health systems seek to exceed patient expectations and inspire patients to return to their system for all their health needs. A patient who returns can be considered loyal to that health system. NRC Health collects patient data from over 9,000 health systems across the country. This allows it to provide data insights that inform health systems’ decisions. The ultimate goal is to increase patient loyalty for health systems by helping them understand how to serve their patients better. The team was tasked …

Dnp Project: Improving No-Show Rates In Primary Care, Mai-Linh T. Nguyen, Sarah M. Kuzara

Doctor of Nursing Practice Projects

Abstract

This paper explores the factors that contribute to no-show rates in the primary care setting and effective interventions to improve no-show rates. The average no-show rate in the primary care setting is 23%, (Dantas, Fleck, Olivaria, & Humacher 2018). In 2018, the no-show rate at the WeCare Clinic was 50-60%. A literature review was conducted to gather information regarding why patients choose to no-show their appointments, the common causes of high no-show rates, and effective interventions found to decrease no-show rates. We investigated the primary causes of a high no-show rate at the WeCare Clinic by interviewing staff and …

Depression Is Associated With Decreased Severity And Lower Mortality In Non-Elderly Hospitalized Adults With Influenza In The United States, Timothy L. Wiemken, Daniel Hoft, Jeffrey Scherrer

The University of Louisville Journal of Respiratory Infections

Background: Depression is associated with risk for chronic disease, though its relationship with infectious diseases is less understood. Depression may modify the clinical outcomes of patients with infectious diseases such as influenza via its association with inflammation. The objective of this study was to evaluate the relationships between depression and clinical outcomes in non-elderly adults with influenza infection.

Methods: This was a secondary analysis of the Nationwide Inpatient Sample database, years 2012–2016. Hospitalized adults aged 18–65 admitted during each influenza season were included. Depression status was documented via ICD-10 codes. The association between depression and clinical outcomes (e.g., …

Use Of Eye-Tracking To Identify Psychological Indicators Of Sleepiness, Debasis Roy, Fiona Fui-Hoon Nah, Matthew Thimgan

Research Collection School Of Computing and Information Systems

Sleepiness or sleep deprivation creates a serious hazard or obstacle to task execution and performance. Sleep deprivation can be life-threating (e.g., when driving or executing attention-critical tasks). We are interested to examine if eye-tracking technology can be used to assess and detect sleepiness in an online environment. In this research proposal, we will focus on examining the relationships between sleepiness and parameters involving pupil size, blinks, and saccades.

Who And When To Screen: Multi-Round Active Screening For Network Recurrent Infectious Diseases Under Uncertainty, Han-Ching Ou, Arunesh Sinha, Sze-Chuan Suen, Andrew Perrault, Alpan Raval, Milind Tambe

Research Collection School Of Computing and Information Systems

Controlling recurrent infectious diseases is a vital yet complicated problem in global health. During the long period of time from patients becoming infected to finally seeking treatment, their close contacts are exposed and vulnerable to the disease they carry. Active screening (or case finding) methods seek to actively discover undiagnosed cases by screening contacts of known infected people to reduce the spread of the disease. Existing practice of active screening methods often screen all contacts of an infected person, requiring a large budget. In cooperation with a research institute in India, we develop a model of the active screening problem …

Determining The Prevalence And Impact Of Bullying And Cyberbullying As A Contributing Factor In Patients Who Have Been Admitted Into An Inpatients Facility., Kelley Kardys, Rachel Pfafman, Connie Kerrigan, Lauren Reining, Michelle Drouin, Jessica Pater

Health Services and Informatics Research

Presented in APNA 33rd Annual Conference, October 2-5, 2019, New Orleans, Louisiana: Mini Concurrent Session Abstracts.

Parkview Project: Cyberbullying